The train car felt small, the air thick with the smell of stale coffee and desperation. He'd been trying to escape this city, this life, for months. He reached for his phone, intending to text his brother, “Gotta go, can't stay.” A careless tap of the screen and the message went to his ex-wife. She'd always understood the urge to run, to vanish. He saw the notification almost immediately, and a wave of nausea washed over him. He felt the cold metal of the subway car sink into his very bones, he couldn't move.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the trapped vector is projected through the unembedding matrix.

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322